不受稳定性约束的涌现自组织复杂网络拓扑
Emergent self-organized complex network topology out of stability constraints
摘要:
虽然自然界中的大多数网络都表现出复杂的拓扑结构,但这种复杂性的起源仍然不清楚。我们引入了一个模型的互动代理网络中,每个新的代理的成员网络是由代理的网络的全局稳定性的影响。结果表明,在这种稳定性的约束,无标度网络出现在一个自组织的方式,提供了一个解释,在生物网络中观察到的复杂的拓扑性质的普遍存在。
英文摘要:
Although most networks in nature exhibit complex topology the origins of such complexity remains unclear. We introduce a model of a growing network of interacting agents in which each new agent's membership to the network is determined by the agent's effect on the network's global stability. It is shown that out of this stability constraint, scale free networks emerges in a self organized manner, offering an explanation for the ubiquity of complex topological properties observed in biological networks.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。